Software Alternatives, Accelerators & Startups

Azure Sphere VS Google Cloud TPU

Compare Azure Sphere VS Google Cloud TPU and see what are their differences

Azure Sphere logo Azure Sphere

Help protect your connected IoT devices, such as MCUs and crossover modules, development kits, and guardian devices, with Azure Sphere.

Google Cloud TPU logo Google Cloud TPU

Custom-built for machine learning workloads, Cloud TPUs accelerate training and inference at scale.
  • Azure Sphere Landing page
    Landing page //
    2023-02-12
  • Google Cloud TPU Landing page
    Landing page //
    2023-08-19

Azure Sphere videos

Azure Sphere Overview

More videos:

  • Review - Introducing Azure Sphere
  • Review - Azure Sphere MT3620 Development Kit

Google Cloud TPU videos

No Google Cloud TPU videos yet. You could help us improve this page by suggesting one.

+ Add video

Category Popularity

0-100% (relative to Azure Sphere and Google Cloud TPU)
Data Dashboard
56 56%
44% 44
Data Science And Machine Learning
IoT Platform
100 100%
0% 0
Monitoring Tools
100 100%
0% 0

User comments

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Social recommendations and mentions

Based on our record, Google Cloud TPU should be more popular than Azure Sphere. It has been mentiond 5 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Azure Sphere mentions (2)

  • BitLocker, TPM and Pluton | What Are They and How Do They Work
    Pluton is a dedicated physical chip that runs on Azure sphere architecture. It is very much out of band and is technically physically on the same die as the CPU, but the CPU has no control over it at all because it has its own dedicated self-maintaining operating system. Source: 10 months ago
  • Operating System in the IoT space
    Microsoft developed a Linux-based operating system for IoT devices called Azure Sphere. But it hasn't really caught on. Source: over 2 years ago

Google Cloud TPU mentions (5)

  • Pathways Language Model (Palm): 540B Parameters for Breakthrough Perf
    According to https://cloud.google.com/tpu, each individual TPUv3 has 420 Teraflops, and TPUv4 is supposed to double that performance, so if that guess is correct, it should take a few seconds to do inference. Quite impressive really. - Source: Hacker News / about 2 years ago
  • The AI Research SuperCluster
    You can also rent a cloud TPU-v4 pod (https://cloud.google.com/tpu) which 4096 TPUv-4 chips with fast interconnect, amounting to around 1.1 exaflops of compute. It won't be cheap though (excess of 20M$/year I believe). - Source: Hacker News / over 2 years ago
  • Stadia's future includes running the backend of other streaming platforms, job listing reveals
    Actually, that's done with TPUs which are more efficient: https://cloud.google.com/tpu. Source: almost 3 years ago
  • Nvidia CEO: Ethereum Is Going To Be Quite Valuable, Transactions Will Still Be A Lot Faster
    TPU training uses Google silicon and is thus a true deep learning alternative to Nvidia. Source: almost 3 years ago
  • Server Question
    The server choice really depends on how much CPU and RAM the requests take, how many users will be hitting the server, etc. You can start with a $5/month Digital Ocean server (or AWS or Google) and see if that works for you. Or you can outsource the server administration to Amazon or Google if you don't want to deal with it or need specialized tpu hardware. Source: about 3 years ago

What are some alternatives?

When comparing Azure Sphere and Google Cloud TPU, you can also consider the following products

AWS IoT Device Defender - Manage the security of your fleet. With AWS IoT Device Defender, you can audit and monitor device configurations. Get started today.

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

Armis - The leading enterprise-class agentless device security platform to address the new threat landscape of unmanaged and IoT devices.

machine-learning in Python - Do you want to do machine learning using Python, but you’re having trouble getting started? In this post, you will complete your first machine learning project using Python.

Symantec Critical System Protection - Symantec Critical System Protection is a flexible and compact behavioral security engine built with application whitelisting infused with anti-exploits for managed or standalone IoT devices.

Amazon Forecast - Accurate time-series forecasting service, based on the same technology used at Amazon.com. No machine learning experience required.